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QDRL: QoS-Aware Deep Reinforcement Learning Approach for Tor's Circuit Scheduling
(
IEEE Computer Society
, 2022 , Article)
Tor is a popular anonymity network adopted by more than two million users to preserve their privacy. Tor was mainly developed as a low-latency network to support interactive web browsing and messaging applications. However, ...
A Brief Survey and Implementation on Refinement for Intent-Driven Networking
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Intent-driven networking (IDN) is emerging because the traditional network is complicated and error-prone when configured. As the key step of IDN, intent refinement is an alternative approach to convert intents from ...
Toward Reinforcement-Learning-Based Service Deployment of 5G Mobile Edge Computing with Request-Aware Scheduling
(
Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
5G wireless network technology will not only significantly increase bandwidth but also introduce new features such as mMTC and URLLC. However, high request latency will remain a challenging problem even with 5G due to the ...
DeepAutoD: Research on Distributed Machine Learning Oriented Scalable Mobile Communication Security Unpacking System
(
IEEE Computer Society
, 2022 , Article)
The rapid growth of Android smart phones and abundant applications (Apps), a new security solution for distributed computing and mobile communications, has prompted many enhanced vendors to use different methods to effectively ...
A Dynamic Trust Evaluation and Update Mechanism Based on C4.5 Decision Tree in Underwater Wireless Sensor Networks
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
At present, Underwater Wireless Sensor Networks (UWSNs) have been widely used in enormous applications, and simultaneously face many security threats. The trust management mechanism plays an important role in protecting ...
Scalable spectrum database construction mechanisms for efficient wideband spectrum access management
(
Elsevier B.V.
, 2021 , Article)
We propose a novel framework for enabling scalable database-driven dynamic spectrum access and sharing of heterogeneous wideband spectrum. The proposed framework consists of two complementary approaches that exploit the ...
Understanding Digital Forensic Characteristics of Smart Speaker Ecosystems
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference Paper)
With a built-in intelligent personal voice assistant providing QA services, smart speaker ecosystems combine multiple compatible components, including the internet of things (IoT) technology, mobile devices, and cloud ...
Integrated 5G-Satellite Networks: A Perspective on Physical Layer Reliability and Security
(
Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
Fifth generation (5G) mobile systems are expected to be integrated with different radio access methods such as satellite components to provide seamless connectivity and ubiquitous coverage for users worldwide. In this ...
Challenges of Physical Layer Security in a Satellite-Terrestrial Network
(
Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
Integrated satellite-terrestrial networks (ISTNs) are one of the new research directions for future 5G networks. Satellite coverage enables 5G communication throughout most of the world. However, the security concerns ...
Programmable Switch Aided Content Popularity Prediction and Caching Strategy
(
Institute of Electrical and Electronics Engineers Inc.
, 2020 , Conference Paper)
Content distribution is the most critical task for the current Internet, (e.g., the estimated video traffic will reach 82 percent of the Internet traffic by 2022). With the fast increase of load of the network, traditional ...